Publications

CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning

Md Anwar Hossen, Fatema Siddika, Juan Pablo Muñoz, Tanya Roosta, and Ali Jannesari

Under submission, 2026

SCOPE: Semantic Coresets using Orthogonal Projection Embeddings for Federated Learning

Md Anwar Hossen, Nathan Tallent, Luanzheng Guo, and Ali Jannesari

Under submission, 2026

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning

Fatema Siddika, Md Anwar Hossen, Tanwi Mallick, and Ali Jannesari

Under submission, 2026

FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation

Md Anwar Hossen*, Fatema Siddika*, Juan Pablo Muñoz, Tanya Roosta, Anuj Sharma, and Ali Jannesari

19th Conf. of the European Chapter of the ACL (EACL) 2026

Dual-Distilled Heterogeneous Federated Learning with Adaptive Margins for Trainable Global Prototypes

Fatema Siddika, Md Anwar Hossen, Wensheng Zhang, Anuj Sharma, Juan Pablo Muñoz, and Ali Jannesari

26th IEEE Int. Symp. on Cluster, Cloud, and Internet Computing (CCGrid) 2026

Fair Allocation of Bandwidth at Edge Servers for Concurrent Federated Learning Processes

Md Anwar Hossen, Fatema Siddika, and Wensheng Zhang

10th Int. Conf. on Fog and Mobile Edge Computing (FMEC) 2025

A Web-Based Four-Tier Architecture using Reduced Feature-Based Neural Network Approach for Prediction of Student Performance

Md Anwar Hossen, Rakib Bin Alamgir, Arman Ul Alam, Fatema Siddika, Shah Fahad Hossain, and Md. Shohel Arman

Int. Conf. on Robotics, Electrical and Signal Processing Techniques (ICREST) 2021

Ensemble Method-Based Architecture using Random Forest Importance to Predict Employee Turnover

Md Anwar Hossen, Emran Hossain, Abdul Khalib Zahereel Ishwar, and Fatema Siddika

Journal of Physics: Conference Series 2021